医学 AI

MedViT: A Robust Vision Transformer for Generalized Medical Image Classification

Omid Nejati Manzari, Hamid Ahmadabadi, Hossein Kashiani, Shahriar B. Shokouhi, Ahmad Ayatollahi

专题命中 医学影像 ：medical image(title)；diagnosis(abstract)；分类 cs.CV

Journal ref Computers in Biology and Medicine 2023

Distortion-Corrected Image Reconstruction with Deep Learning on an MRI-Linac

Shanshan Shan, Yang Gao, Paul Z. Y. Liu, Brendan Whelan, Hongfu Sun, Bin Dong, Feng Liu, David E. J. Waddington

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Using constraint structure and an improved object detection network to detect the 12^{th} Vertebra from CT images with a limited field of view for image-guided radiotherapy

Yunhe Xie, Kongbin Kang, Gregory Sharp, David P. Gierga, Theodore S. Hong, Thomas Bortfeld

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 2 figures

3D Masked Autoencoders with Application to Anomaly Detection in Non-Contrast Enhanced Breast MRI

Daniel M. Lang, Eli Schwartz, Cosmin I. Bercea, Raja Giryes, Julia A. Schnabel

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Multi-Objective Dual Simplex-Mesh Based Deformable Image Registration for 3D Medical Images -- Proof of Concept

Georgios Andreadis, Peter A. N. Bosman, Tanja Alderliesten

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments To be published in the Proceedings of SPIE Medical Imaging 2022: Image Processing

Journal ref Proceedings Volume 12032, Medical Imaging 2022: Image Processing; 120322T (2022)

Sketch-based Medical Image Retrieval

Kazuma Kobayashi, Lin Gu, Ryuichiro Hataya, Takaaki Mizuno, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Yasuyuki Takamizawa, Yukihiro Yoshida, Satoshi Nakamura, Nobuji Kouno, Amina Bolatkan, Yusuke Kurose, Tatsuya Harada, Ryuji Hamamoto

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Q-Net: Query-Informed Few-Shot Medical Image Segmentation

Qianqian Shen, Yanan Li, Jiyong Jin, Bin Liu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accpeted by Intelligent Systems Conference (IntelliSys) 2023

MultiCrossViT: Multimodal Vision Transformer for Schizophrenia Prediction using Structural MRI and Functional Network Connectivity Data

Yuda Bi, Anees Abrol, Zening Fu, Vince Calhoun

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments I submitted the wrong paper

Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification

Shota Harada, Ryoma Bise, Kengo Araki, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Seiichi Uchida

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training

Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted by CVPR 2023

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023

TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis

Yilan Zhang, Fengying Xie, Jianqi Chen

专题命中 医学影像 ：diagnosis(title,abstract)；分类 cs.CV

Comments 16 pages, 6 figures

MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation

Xiangtao Wang, Ruizhi Wang, Biao Tian, Jiaojiao Zhang, Shuo Zhang, Junyang Chen, Thomas Lukasiewicz, Zhenghua Xu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 6 pages, 3 figures,Received by the ICASSP2023

Automated Lesion Segmentation in Whole-Body FDG-PET/CT with Multi-modality Deep Neural Networks

Satoshi Kondo, Satoshi Kasai

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Comments arXiv admin note: text overlap with arXiv:2302.08016

Patch Network for medical image Segmentation

Weihu Song, Heng Yu, Jianhua Wu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 11 pages, 6 pages

Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation

An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments CVPR 2022

Characterization of surface motion patterns in highly deformable soft tissue organs from dynamic MRI: An application to assess 4D bladder motion

Karim Makki, Amine Bohi, Augustin . C Ogier, Marc Emmanuel Bellemare

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:2003.08332

The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning

Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Christos Peridis, Pawel Ladosz, Jeffery Dick, Praveen K. Pilly, Soheil Kolouri

专题命中 医学影像 ：CT(title,abstract)；分类 cs.LG

Deep Learning based Direct Segmentation Assisted by Deformable Image Registration for Cone-Beam CT based Auto-Segmentation for Adaptive Radiotherapy

Xiao Liang, Howard Morgan, Ti Bai, Michael Dohopolski, Dan Nguyen, Steve Jiang

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning

Xinyue Hu, Lin Gu, Kazuma Kobayashi, Qiyuan An, Qingyu Chen, Zhiyong Lu, Chang Su, Tatsuya Harada, Yingying Zhu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Exploring Generalizable Distillation for Efficient Medical Image Segmentation

Xingqun Qi, Zhuojie Wu, Min Ren, Muyi Sun, Caifeng Shan, Zhenan Sun

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Under Review

PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation

Shuwei Zhai, Guotai Wang, Xiangde Luo, Qiang Yue, Kang Li, Shaoting Zhang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 12 pages, 10 figures, 4 tables; Accepted by IEEE TMI

New starting point registration method for tagged MRI tongue motion estimation

Jinglun Yu, Muhan Shao, Zhangxing Bian, Xiao Liang, Jiachen Zhuo, Maureen Stone, Jerry L. Prince

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

QS-ADN: Quasi-Supervised Artifact Disentanglement Network for Low-Dose CT Image Denoising by Local Similarity Among Unpaired Data

Yuhui Ruan, Qiao Yuan, Chuang Niu, Chen Li, Yudong Yao, Ge Wang, Yueyang Teng

专题命中 医学影像 ：CT(title,abstract)；分类 cs.LG

Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study

Ziyuan Qin, Huahui Yi, Qicheng Lao, Kang Li

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted to ICLR2023

Scalable Lossless Coding of Dynamic Medical CT Data Using Motion Compensated Wavelet Lifting with Denoised Prediction and Update

Daniela Lanz, Franz Schilling, André Kaup

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Journal ref Picture Coding Symposium (PCS), Ningbo, China, 2019, pp. 1-5

Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Submitted to IEEE TMI Journal

Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection

Tommaso Di Noto, Meritxell Bach Cuadra, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Patric Hagmann, Jonas Richiardi

专题命中 医学影像 ：radiology(title,abstract)；分类 cs.CV

Comments This work has been submitted as Original Paper to a Journal

DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data

Jens Renders, Banafshe Shafieizargar, Marleen Verhoye, Jan De Beenhouwer, Arnold J. den Dekker, Jan Sijbers

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 5 pages, 4 figures, Submitted to ISBI 2023

TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation

Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted to MICCAI-DALI 2022 (LNCS Proceedings, vol.13567), 11 pages

TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography

Tengfei Xue, Fan Zhang, Leo R. Zekelman, Chaoyi Zhang, Yuqian Chen, Suheyla Cetin-Karayumak, Steve Pieper, William M. Wells, Yogesh Rathi, Nikos Makris, Weidong Cai, Lauren J. O'Donnell

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments 28 pages, 4 figures